Skip to main content
Log in

The role of apparent diffusion coefficient values in characterization of solid focal liver lesions: a prospective and comparative clinical study

  • Research Paper
  • Published:
Science China Life Sciences Aims and scope Submit manuscript

Abstract

We evaluated and compared the diagnostic accuracy (DA) of apparent diffusion coefficient (ADC) values with that of lesion-to-liver ADC ratios in the characterization of solid focal liver lesions (FLLs). This prospective study was approved by the Institutional Human Ethics Board, after waiving written informed consent. Diffusion-weighted imaging and other routine magnetic resonance imaging were performed on 142 consecutive patients with suspected liver disease. The mean ADC values and lesion-to-liver ADC ratios were compared between benign and malignant solid FLLs. Receiver operating characteristic analysis was performed. The study participants included 46 patients (28 men, 18 women; mean age, 52.5 years) with 57 solid FLLs (32 malignant and 25 benign FLLs). The mean ADC values and ADC ratios of benign solid FLLs were significantly higher than those of malignant lesions (P<0.01). The difference between the area under the receiver operating characteristic curve of the ADC values (0.699) and ADC ratios (0.752) was not significant. Our study suggests that the DA of the ADC ratio is not significantly higher than that of ADC in characterizing solid FLLs.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

References

  • Agnello, F., Ronot, M., Valla, D.C., Sinkus, R., Van Beers, B.E., and Vilgrain, V. (2012). High-b-Value diffusion-weighted MR imaging of benign hepatocellular lesions: quantitative and qualitative analysis. Radiology 262, 511–519.

    Article  PubMed  Google Scholar 

  • Battal, B., Kocaoglu, M., Akgun, V., Karademir, I., Deveci, S., Guvenc, I., and Bulakbasi, N. (2011). Diffusion-weighted imaging in the characterization of focal liver lesions: efficacy of visual assessment. J Comput Assist Tomogr 35, 326–331.

    Article  PubMed  Google Scholar 

  • Bharwani, N., and Koh, D.M. (2013). Diffusion-weighted imaging of the liver: an update. Cancer Imaging 13, 171–185.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Bouchaibi, S.E., Coenegrachts, K., Bali, M.A., Absil, J., Metens, T., and Matos, C. (2015). Focal liver lesions detection: comparison of respiratory- triggering, triggering and tracking navigator and tracking-only navigator in diffusion-weighted imaging. Eur J Radiol 84, 1857–1865.

    Article  PubMed  Google Scholar 

  • Bruegel, M., Holzapfel, K., Gaa, J., Woertler, K., Waldt, S., Kiefer, B., Stemmer, A., Ganter, C., and Rummeny, E.J. (2008). Characterization of focal liver lesions by ADC measurements using a respiratory triggered diffusion-weighted single-shot echo-planar MR imaging technique. Eur Radiol 18, 477–485.

    Article  PubMed  Google Scholar 

  • Bruegel, M., Muenzel, D., Waldt, S., Specht, K., and Rummeny, E.J. (2011). Hepatic epithelioid hemangioendothelioma: findings at CT and MRI including preliminary observations at diffusion-weighted echo-planar imaging. Abdom Imaging 36, 415–424.

    Article  PubMed  Google Scholar 

  • Bruix, J., Sherman, M., and Sherman, M. (2005). Management of hepatocellular carcinoma. Hepatology 42, 1208–1236.

    Article  PubMed  Google Scholar 

  • Cieszanowski, A., Anysz-Grodzicka, A., Szeszkowski, W., Kaczynski, B., Maj, E., Gornicka, B., Grodzicki, M., Grudzinski, I.P., Stadnik, A., Krawczyk, M., and Rowinski, O. (2012). Characterization of focal liver lesions using quantitative techniques: comparison of apparent diffusion coefficient values and T2 relaxation times. Eur Radiol 22, 2514–2524.

    Article  PubMed  PubMed Central  Google Scholar 

  • Danet, I.M., Semelka, R.C., Leonardou, P., Braga, L., Vaidean, G., Woosley, J.T., and Kanematsu, M. (2003). Spectrum of MRI appearances of untreated metastases of the liver. Am J Roentgenol 181, 809–817.

    Article  Google Scholar 

  • Hardie, A.D., Naik, M., Hecht, E.M., Chandarana, H., Mannelli, L., Babb, J.S., and Taouli, B. (2010). Diagnosis of liver metastases: value of diffusion- weighted MRI compared with gadolinium-enhanced MRI. Eur Radiol 20, 1431–1441.

    Article  PubMed  Google Scholar 

  • Kaya, B., and Koc, Z. (2014). Diffusion-weighted MRI and optimal b-value for characterization of liver lesions. Acta Radiol 55, 532–542.

    Article  PubMed  Google Scholar 

  • Koc, Z., and Erbay, G. (2014). Optimal b value in diffusion-weighted imaging for differentiation of abdominal lesions. J Magn Reson Imaging 40, 559–566.

    Article  PubMed  Google Scholar 

  • Krinsky, G.A., Lee, V.S., Theise, N.D., Weinreb, J.C., Rofsky, N.M., Diflo, T., and Teperman, L.W. (2001). Hepatocellular carcinoma and dysplastic nodules in patients with cirrhosis: prospective diagnosis with MR imaging and explantation correlation. Radiology 219, 445–454.

    Article  CAS  PubMed  Google Scholar 

  • Kwon, G., Kim, K.A., Hwang, S.S., Park, S.Y., Kim, H.A., Choi, S.Y., and Kim, J.W. (2015). Efficiency of non-contrast-enhanced liver imaging sequences added to initial rectal MRI in rectal cancer patients. PLoS ONE 10, e0137320.

    Article  PubMed  PubMed Central  Google Scholar 

  • Namimoto, T., Nakagawa, M., Kizaki, Y., Itatani, R., Kidoh, M., Utsunomiya, D., Oda, S., and Yamashita, Y. (2015). Characterization of liver tumors by diffusion-weighted imaging. J Comput Assist Tomogr 39, 453–461.

    Article  PubMed  Google Scholar 

  • Parikh, T., Drew, S.J., Lee, V.S., Wong, S., Hecht, E.M., Babb, J.S., and Taouli, B. (2008). Focal liver lesion detection and characterization with diffusion-weighted MR imaging: comparison with standard breath-hold T2-weighted imaging. Radiology 246, 812–822.

    Article  PubMed  Google Scholar 

  • Park, J.Y., Choi, M.S., Lim, Y.S., Park, J.W., Kim, S.U., Min, Y.W., Gwak, G.Y., Paik, Y.H., Lee, J.H., Koh, K.C., Paik, S.W., and Yoo, B.C. (2014). Clinical features, image findings, and prognosis of inflammatory pseudotumor of the liver: a multicenter experience of 45 cases. Gut Liver 8, 58–63.

    Article  PubMed  Google Scholar 

  • Parsai, A., Zerizer, I., Roche, O., Gkoutzios, P., and Miquel, M.E. (2015). Assessment of diffusion-weighted imaging for characterizing focal liver lesions. Clin Imaging 39, 278–284.

    Article  PubMed  Google Scholar 

  • Prasad, S.R., Wang, H., Rosas, H., Menias, C.O., Narra, V.R., Middleton, W.D., and Heiken, J.P. (2005). Fat-containing lesions of the liver: radiologic- pathologic correlation. Radiographics 25, 321–331.

    Article  PubMed  Google Scholar 

  • Ronot, M., and Vilgrain, V. (2014). Imaging of benign hepatocellular lesions: current concepts and recent updates. Clin Res Hepatol Gastroenterol 38, 681–688.

    Article  PubMed  Google Scholar 

  • Sandrasegaran, K., Akisik, F.M., Lin, C., Tahir, B., Rajan, J., and Aisen, A.M. (2009). The value of diffusion-weighted imaging in characterizing focal liver masses. Acad Radiol 16, 1208–1214.

    Article  PubMed  Google Scholar 

  • Sandrasegaran, K., Akisik, F.M., Lin, C., Tahir, B., Rajan, J., Saxena, R., and Aisen, A.M. (2009). Value of diffusion-weighted MRI for assessing liver fibrosis and cirrhosis. Am J Roentgenol 193, 1556–1560.

    Article  Google Scholar 

  • Silva, A.C., Evans, J.M., McCullough, A.E., Jatoi, M.A., Vargas, H.E., and Hara, A.K. (2009). MR imaging of hypervascular liver masses: a review of current techniques. Radiographics 29, 385–402.

    Article  PubMed  Google Scholar 

  • Sun, X.J., Quan, X.Y., Huang, F.H., and Xu, Y.K. (2005). Quantitative evaluation of diffusion-weighted magnetic resonance imaging of focal hepatic lesions. World J Gastroenterol 11, 6535–6537.

    Article  PubMed  PubMed Central  Google Scholar 

  • Sutherland, T., Steele, E., van Tonder, F., and Yap, K. (2014). Solid focal liver lesion characterisation with apparent diffusion coefficient ratios. J Med Imaging Radiat Oncol 58, 32–37.

    Article  PubMed  Google Scholar 

  • Taouli, B., and Koh, D.M. (2010). Diffusion-weighted MR imaging of the liver. Radiology 254, 47–66.

    Article  PubMed  Google Scholar 

  • Taouli, B., Vilgrain, V., Dumont, E., Daire, J.L., Fan, B., and Menu, Y. (2003). Evaluation of liver diffusion isotropy and characterization of focal hepatic lesions with two single-shot echo-planar MR imaging sequences: prospective study in 66 patients. Radiology 226, 71–78.

    Article  PubMed  Google Scholar 

  • Wang, L.X., Liu, K., Lin, G.W., and Zhai, R.Y. (2012). Solitary necrotic nodules of the liver: histology and diagnosis with CT and MRI. Hepat Mon 12, e6212.

    PubMed  PubMed Central  Google Scholar 

  • Yau, T., Tang, V.Y.F., Yao, T.J., Fan, S.T., Lo, C.M., and Poon, R.T.P. (2014). Development of Hong Kong Liver Cancer staging system with treatment stratification for patients with hepatocellular carcinoma. Gastroenterology 146, 1691–1700.e3.

    Article  PubMed  Google Scholar 

  • Yu, J.P., Ma, Q., Zhang, B., Ma, R.J., Xu, X.G., Li, M.S., Xu, W.W., and Li, M. (2013). Clinical application of specific antibody against glypican-3 for hepatocellular carcinoma diagnosis. Sci China Life Sci 56, 234–239.

    Article  PubMed  Google Scholar 

  • Zech, C.J., Grazioli, L., Breuer, J., Reiser, M.F., and Schoenberg, S.O. (2008). Diagnostic performance and description of morphological features of focal nodular hyperplasia in Gd-EOB-DTPA-enhanced liver magnetic resonance imaging: results of a multicenter trial. Invest Radiol 43, 504–511.

    Article  PubMed  Google Scholar 

  • Zhang, B., Dong, W., Luo, H., Zhu, X., Chen, L., Li, C., Zhu, P., Zhang, W., Xiang, S., Zhang, W., Huang, Z., and Chen, X.P. (2016). Surgical treatment of hepato-pancreato-biliary disease in China: the Tongji experience. Sci China Life Sci 59, 995–1005.

    Article  PubMed  Google Scholar 

Download references

Acknowledgements

The authors would like to express our enormous appreciation and gratitude to all participants. This study was supported by Beijing Municipal Science & Technology Commission (D101100050010056), and National Key Technology R&D Program (2015BAI13B09).

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Zhenghan Yang.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Yang, D., Zhang, J., Han, D. et al. The role of apparent diffusion coefficient values in characterization of solid focal liver lesions: a prospective and comparative clinical study. Sci. China Life Sci. 60, 16–22 (2017). https://doi.org/10.1007/s11427-016-0387-4

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11427-016-0387-4

Keywords

Navigation